Distortion correction for high-resolution single-shot EPI DTI using a modified field-mapping method

被引:10
|
作者
Xiong, Yuhui [1 ]
Li, Guangqi [1 ]
Dai, Erpeng [1 ]
Wang, Yishi [1 ]
Zhang, Zhe [1 ]
Guo, Hua [1 ]
机构
[1] Tsinghua Univ, Ctr Biomed Imaging Res, Sch Med, Dept Biomed Engn, Beijing, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
distortion correction; field map; high-resolution DTI; intensity correction; single-shot EPI; ECHO-PLANAR IMAGES; DIFFUSION TENSOR; GEOMETRIC DISTORTION; ARTIFACTS; GRAPPA; SENSE;
D O I
10.1002/nbm.4124
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Purpose The widely used single-shot EPI (SS-EPI) diffusion tensor imaging (DTI) suffers from strong image distortion due to B-0 inhomogeneity, especially for high-resolution imaging. Traditional methods such as the field-mapping method and the top-up method have various deficiencies in high-resolution SS-EPI DTI distortion correction. This study aims to propose a robust distortion correction approach, which combines the advantages of traditional methods and overcomes their deficiencies, for high-resolution SS-EPI DTI. Methods The proposed correction method is based on the echo planar spectroscopic imaging field-mapping followed by an intensity correction procedure. To evaluate the efficacy of distortion correction, the proposed method was compared with the conventional field-mapping method and the top-up method, using a newly developed quantitative evaluation framework. The correction results were also compared with multi-shot EPI DTI to investigate whether the proposed method can provide high-resolution SS-EPI DTI with high geometric fidelity and high time efficiency. Results The results show that accurate field-mapping and intensity correction are critical to distortion correction in high-resolution SS-EPI DTI. The proposed method can provide more precise field maps and better correction results than the other two methods (p < 0.0001), and the corrected images show higher geometric fidelity than those from MS-EPI DTI. Conclusion An effective method is proposed to reduce image distortion in high-resolution SS-EPI DTI. It is practical to achieve high-resolution DTI with high time efficiency and high structure accuracy using this method.
引用
收藏
页数:15
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